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She, Yiyuan

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Author ID: she.yiyuan Recent zbMATH articles by "She, Yiyuan"
Published as: She, Yiyuan; She, Y.
External Links: MGP
Documents Indexed: 23 Publications since 2004

Publications by Year

Citations contained in zbMATH Open

17 Publications have been cited 214 times in 157 Documents Cited by Year
Optimal selection of reduced rank estimators of high-dimensional matrices. Zbl 1216.62086
Bunea, Florentina; She, Yiyuan; Wegkamp, Marten H.
51
2011
Outlier detection using nonconvex penalized regression. Zbl 1232.62068
She, Yiyuan; Owen, Art B.
41
2011
Joint variable and rank selection for parsimonious estimation of high-dimensional matrices. Zbl 1373.62246
Bunea, Florentina; She, Yiyuan; Wegkamp, Marten H.
27
2012
Thresholding-based iterative selection procedures for model selection and shrinkage. Zbl 1326.62158
She, Yiyuan
22
2009
Sparse regression with exact clustering. Zbl 1329.62327
She, Yiyuan
19
2010
An iterative algorithm for fitting nonconvex penalized generalized linear models with grouped predictors. Zbl 1255.62209
She, Yiyuan
18
2012
The group square-root lasso: theoretical properties and fast algorithms. Zbl 1364.94113
Bunea, Florentina; Lederer, Johannes; She, Yiyuan
11
2014
Group iterative spectrum thresholding for super-resolution sparse spectral selection. Zbl 1394.94521
She, Yiyuan; Wang, Jiangping; Li, Huanghuang; Wu, Dapeng
4
2013
Robust reduced-rank regression. Zbl 07072232
She, Y.; Chen, Kun
4
2017
Group regularized estimation under structural hierarchy. Zbl 1398.62138
She, Yiyuan; Wang, Zhifeng; Jiang, He
4
2018
Reduced rank vector generalized linear models for feature extraction. Zbl 1327.62431
She, Yiyuan
4
2013
Stationary-sparse causality network learning. Zbl 1318.62174
He, Yuejia; She, Yiyuan; Wu, Dapeng
3
2013
On the necessity and sufficiency of \(PLUS\) factorizations. Zbl 1071.15012
She, Yiyuan; Hao, Pengwei
2
2005
Block TERM factorization of block matrices. Zbl 1186.15012
She, Yiyuan; Hao, Pengwei
1
2004
Selective factor extraction in high dimensions. Zbl 07072184
She, Yiyuan
1
2017
On cross-validation for sparse reduced rank regression. Zbl 1407.62195
She, Yiyuan; Tran, Hoang
1
2019
On the finite-sample analysis of \(\Theta\)-estimators. Zbl 1347.62147
She, Yiyuan
1
2016
On cross-validation for sparse reduced rank regression. Zbl 1407.62195
She, Yiyuan; Tran, Hoang
1
2019
Group regularized estimation under structural hierarchy. Zbl 1398.62138
She, Yiyuan; Wang, Zhifeng; Jiang, He
4
2018
Robust reduced-rank regression. Zbl 07072232
She, Y.; Chen, Kun
4
2017
Selective factor extraction in high dimensions. Zbl 07072184
She, Yiyuan
1
2017
On the finite-sample analysis of \(\Theta\)-estimators. Zbl 1347.62147
She, Yiyuan
1
2016
The group square-root lasso: theoretical properties and fast algorithms. Zbl 1364.94113
Bunea, Florentina; Lederer, Johannes; She, Yiyuan
11
2014
Group iterative spectrum thresholding for super-resolution sparse spectral selection. Zbl 1394.94521
She, Yiyuan; Wang, Jiangping; Li, Huanghuang; Wu, Dapeng
4
2013
Reduced rank vector generalized linear models for feature extraction. Zbl 1327.62431
She, Yiyuan
4
2013
Stationary-sparse causality network learning. Zbl 1318.62174
He, Yuejia; She, Yiyuan; Wu, Dapeng
3
2013
Joint variable and rank selection for parsimonious estimation of high-dimensional matrices. Zbl 1373.62246
Bunea, Florentina; She, Yiyuan; Wegkamp, Marten H.
27
2012
An iterative algorithm for fitting nonconvex penalized generalized linear models with grouped predictors. Zbl 1255.62209
She, Yiyuan
18
2012
Optimal selection of reduced rank estimators of high-dimensional matrices. Zbl 1216.62086
Bunea, Florentina; She, Yiyuan; Wegkamp, Marten H.
51
2011
Outlier detection using nonconvex penalized regression. Zbl 1232.62068
She, Yiyuan; Owen, Art B.
41
2011
Sparse regression with exact clustering. Zbl 1329.62327
She, Yiyuan
19
2010
Thresholding-based iterative selection procedures for model selection and shrinkage. Zbl 1326.62158
She, Yiyuan
22
2009
On the necessity and sufficiency of \(PLUS\) factorizations. Zbl 1071.15012
She, Yiyuan; Hao, Pengwei
2
2005
Block TERM factorization of block matrices. Zbl 1186.15012
She, Yiyuan; Hao, Pengwei
1
2004
all top 5

Cited by 330 Authors

9 Lian, Heng
9 She, Yiyuan
8 Chen, Kun
4 Wegkamp, Marten H.
4 Zhao, Weihua
3 Bien, Jacob
3 Bunea, Florentina
3 Dalalyan, Arnak S.
3 Dey, Dipak Kumar
3 Gaynanova, Irina
3 Jiang, He
3 Kim, Yongdai
3 Klopp, Olga
3 Slawski, Martin
3 Tsybakov, Alexandre B.
2 Antoniadis, Anestis
2 Ben-David, Emanuel
2 Bing, Xin
2 Devijver, Emilie
2 Dong, Yao
2 Feng, Sanying
2 Gaïffas, Stéphane
2 Giraud, Christophe
2 Huang, Jianhua Z.
2 Jiao, Yuling
2 Lambert-Lacroix, Sophie
2 Lederer, Johannes
2 Li, Gen
2 Li, Hongzhe
2 Liang, Jian
2 Liu, Yanyan
2 Lounici, Karim
2 Lu, Xiliang
2 Ma, Shujie
2 Mkhadri, Abdallah
2 Müller, Christian L.
2 Niu, Lu
2 Schifano, Elizabeth D.
2 Van de Geer, Sara Anna
2 Wang, Yazhen
2 Xiong, Shifeng
2 Yao, Weixin
2 Yu, Chun
2 Yuan, Ming
2 Zhang, Changshui
2 Zhang, Cun-Hui
2 Zhang, Fode
2 Zhao, Junlong
2 Zhou, Harrison H.
1 Adcock, Ben
1 Alfons, Andreas
1 Alquier, Pierre
1 Amato, Umberto
1 Angeris, Guillermo
1 Arslan, Olcay
1 Bacry, Emmanuel
1 Bai, Ray
1 Balakrishnan, Narayanaswamy
1 Bao, Anyi
1 Bar, Haim Y.
1 Barratt, Shane
1 Belianinov, Alex
1 Bertin, Karine
1 Beyhum, Jad
1 Blei, David M.
1 Bouwmans, Thierry
1 Breheny, Patrick
1 Britaňák, Vladimír
1 Brugiapaglia, Simone
1 Bühlmann, Peter
1 Butucea, Cristina
1 Caccetta, Louis
1 Caffo, Brian S.
1 Cai, Tony Tony
1 Chan, Jonathan Cheung-Wai
1 Chan, Kung-Sik
1 Chao, Shih-Kang
1 Chen, Bingzhen
1 Chen, Jiahua
1 Chen, Jinbo
1 Chen, Lisha
1 Chen, Mengjie
1 Chen, Minghui
1 Chen, Xiaming
1 Chen, Xiaolin
1 Chen, Zehua
1 Choi, Hosik
1 Collier, Olivier
1 Combettes, Patrick L.
1 Courrieu, Pierre
1 Croux, Christophe
1 da Silva Ferreira, Clécio
1 Daye, Z. John
1 De Feis, Italia
1 Dhhan, Waleed
1 Di, Xiao
1 Ding, Hao
1 do Bem Mattos, Thalita
1 Dong, Ping
1 Dong, Yuexiao
...and 230 more Authors
all top 5

Cited in 56 Serials

17 Electronic Journal of Statistics
13 Journal of Multivariate Analysis
10 The Annals of Statistics
10 Computational Statistics and Data Analysis
7 Journal of the American Statistical Association
7 Bernoulli
7 Journal of Machine Learning Research (JMLR)
6 Journal of Statistical Planning and Inference
6 Journal of Statistical Computation and Simulation
6 The Annals of Applied Statistics
6 Statistics and Computing
4 Communications in Statistics. Simulation and Computation
3 Statistics
3 Journal of the Korean Statistical Society
2 Annals of the Institute of Statistical Mathematics
2 Biometrics
2 Statistical Science
2 Neural Networks
2 Neural Computation
2 Computational Statistics
2 Communications in Statistics. Theory and Methods
2 European Journal of Operational Research
2 Statistica Sinica
2 Journal of the Royal Statistical Society. Series B. Statistical Methodology
1 Scandinavian Journal of Statistics
1 Information Sciences
1 Journal of Optimization Theory and Applications
1 Numerische Mathematik
1 Circuits, Systems, and Signal Processing
1 Probability Theory and Related Fields
1 Signal Processing
1 Applied Mathematical Modelling
1 Linear Algebra and its Applications
1 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques
1 SIAM Journal on Optimization
1 Computational Optimization and Applications
1 Test
1 Journal of Mathematical Sciences (New York)
1 International Journal of Computer Vision
1 Complexity
1 Mathematical Problems in Engineering
1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
1 Data Mining and Knowledge Discovery
1 Journal of Applied Statistics
1 New Journal of Physics
1 Econometric Theory
1 International Journal of Wavelets, Multiresolution and Information Processing
1 Statistical Methods and Applications
1 Advances in Data Analysis and Classification. ADAC
1 Optimization Letters
1 Journal of Statistical Theory and Practice
1 Statistics Surveys
1 Frontiers of Computer Science
1 Bayesian Analysis
1 Journal of the Operations Research Society of China
1 Computer Science Review

Citations by Year